A laptop displaying a webpage about optimizing language models rests on a wooden table. To the left of the laptop is a white cup containing coffee, with remnants of foam around the edges. A colorful laminated menu stand with a sandwich picture is positioned behind the cup.
A laptop displaying a webpage about optimizing language models rests on a wooden table. To the left of the laptop is a white cup containing coffee, with remnants of foam around the edges. A colorful laminated menu stand with a sandwich picture is positioned behind the cup.

Epidemiological model insights.

Epidemiological Insights

Exploring mechanistic interpretability in epidemiological modeling and decision-making.

A medical device is positioned against a plain background. The machine features a screen displaying various icons and controls, likely for diagnostic purposes, and an apparatus for eye examination.
A medical device is positioned against a plain background. The machine features a screen displaying various icons and controls, likely for diagnostic purposes, and an apparatus for eye examination.
Reasoning Path Analysis

We develop methods to trace model decision-making in disease surveillance, ensuring AI reasoning aligns with epidemiologically sound causal pathways rather than relying on misleading correlations.

A laptop displaying a line graph sits on a wooden surface. In the background, a snowy mountain landscape and a clear blue sky are visible through a window.
A laptop displaying a line graph sits on a wooden surface. In the background, a snowy mountain landscape and a clear blue sky are visible through a window.
Public Health Testing

Our controlled experiments with synthetic epidemic scenarios assess model understanding of intervention timing and the effectiveness of contact tracing in public health responses.

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Contact Us

Reach out for insights on epidemiological model reasoning and analysis.